Analysis Code for "Not All Entropy Is Equal"
Abstract
Analysis code supporting the manuscript “Not All Entropy Is Equal: Why Representation Matters for Biological Interpretation in Dementia EEG.” The software analyzes entropy, complexity, and spectral properties of EEG recordings from CAUEEG and OpenNeuro ds004504. It includes preprocessing, statistical comparisons, sensitivity analyses, controlled-signal simulations, and figure generation. The archive includes software dependency specifications, computational protocols, tests, and aggregate reference results for checking reproducibility. Source EEG recordings must be obtained separately from the dataset providers.
Fields of Study & Subjects
Complex Systems and Time Series Analysis
Statistical Mechanics and Entropy
Time Series Analysis and Forecasting
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 26 February 2026
- Language
- EN